no code implementations • 19 Apr 2021 • Shuzheng Gao, Cuiyun Gao, Yulan He, Jichuan Zeng, Lun Yiu Nie, Xin Xia, Michael R. Lyu
Code summaries help developers comprehend programs and reduce their time to infer the program functionalities during software maintenance.
no code implementations • 23 Aug 2020 • Cuiyun Gao, Jichuan Zeng, Zhiyuan Wen, David Lo, Xin Xia, Irwin King, Michael R. Lyu
Experiments on popular apps from Google Play and Apple's App Store demonstrate the effectiveness of MERIT in identifying emerging app issues, improving the state-of-the-art method by 22. 3% in terms of F1-score.
no code implementations • ACL 2020 • Jichuan Zeng, Xi Victoria Lin, Caiming Xiong, Richard Socher, Michael R. Lyu, Irwin King, Steven C. H. Hoi
Natural language interfaces to databases (NLIDB) democratize end user access to relational data.
no code implementations • 10 Feb 2020 • Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
In our world with full of uncertainty, debates and argumentation contribute to the progress of science and society.
1 code implementation • 10 Feb 2020 • Cuiyun Gao, Jichuan Zeng, Xin Xia, David Lo, Michael R. Lyu, Irwin King
Previous studies showed that replying to a user review usually has a positive effect on the rating that is given by the user to the app.
1 code implementation • TACL 2019 • Jichuan Zeng, Jing Li, Yulan He, Cuiyun Gao, Michael R. Lyu, Irwin King
This paper presents an unsupervised framework for jointly modeling topic content and discourse behavior in microblog conversations.
no code implementations • EMNLP 2018 • Jichuan Zeng, Jing Li, Yan Song, Cuiyun Gao, Michael R. Lyu, Irwin King
Many classification models work poorly on short texts due to data sparsity.